Glimpse PoW
LLD
Principles 1) SOLID Single Responsibility - This means that a class must have only one responsibility Open/Closed - Software entities (classes, modules, functions, etc.) should be open for extension, but closed for modification Liskov Substitution Principle (LSP) - Objects of a superclass should be replaceable with objects of its subclas... Read more 17 Feb 2025 - less than 1 minute read
Intro to RLHF
DPO v/s PPO v/s GRPO In order to understand what these fancy “alignement” algorithms mean, let’s go back to the basics first - RLHF. There are many applications such as writing stories where you want creativity, pieces of informative text which should be truthful, or code snippets that we want to be executable. Writing a loss function to captu... Read more 16 Feb 2025 - 8 minute read
Change a Bit to save Bytes: Compression for Floating Point Time-Series Data
Reading this paper for GSOC 2025 - CERN. This paper focuses on data manipulations prior to using a compression algorithm. The highlight are two data preprocessing algorithms - Addition and Multiplication. Employing these algorithms improve the compressor effectiveness by increasing the number of bit values shared in the dataset to reduce its en... Read more 16 Feb 2025 - 5 minute read
B2B
I have always been interested in the functioning and organization of brain. Some people have been saying the age of B2B SAAS is over, it’s the age of Agent as a service. But we are at the dawn of an era where we are going to experince a revolutionary shift in the way we consume and transmit information. To back this stupendous claim let me attac... Read more 11 Feb 2025 - 2 minute read